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Discover the best community collections!

Collections including paper arxiv:2607.04439

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

Paper • 2606.13662 • Published Jun 11 • 29
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 126
Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

Paper • 2606.05922 • Published Jun 4 • 70
AutoTrainess: Teaching Language Models to Improve Language Models Autonomously

Paper • 2606.31551 • Published 14 days ago • 23

SIA: Self Improving AI with Harness & Weight Updates

Paper • 2605.27276 • Published May 26 • 16
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

Paper • 2606.13662 • Published Jun 11 • 29
ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes

Paper • 2607.04439 • Published 9 days ago • 54
ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

Paper • 2607.04438 • Published 9 days ago • 61

about 20 hours ago

Why Fine-Tuning Encourages Hallucinations and How to Fix It

Paper • 2604.15574 • Published Apr 16 • 25
Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation

Paper • 2604.24763 • Published Apr 27 • 71
Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora

Paper • 2604.24819 • Published Apr 27 • 91
GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents

Paper • 2604.26752 • Published Apr 29 • 112

idea-generation

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes

Paper • 2607.04439 • Published 9 days ago • 54

about 17 hours ago

ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Paper • 2605.03042 • Published May 4 • 143
TideGS: Scalable Training of Over One Billion 3D Gaussian Splatting Primitives via Out-of-Core Optimization

Paper • 2605.20150 • Published May 19 • 7
EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning

Paper • 2601.02163 • Published Jan 5 • 14
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Paper • 2504.19413 • Published Apr 28, 2025 • 67

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

Paper • 2606.13662 • Published Jun 11 • 29
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 126
Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

Paper • 2606.05922 • Published Jun 4 • 70
AutoTrainess: Teaching Language Models to Improve Language Models Autonomously

Paper • 2606.31551 • Published 14 days ago • 23

idea-generation

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes

Paper • 2607.04439 • Published 9 days ago • 54

SIA: Self Improving AI with Harness & Weight Updates

Paper • 2605.27276 • Published May 26 • 16
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

Paper • 2606.13662 • Published Jun 11 • 29
ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes

Paper • 2607.04439 • Published 9 days ago • 54
ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

Paper • 2607.04438 • Published 9 days ago • 61

about 17 hours ago

ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Paper • 2605.03042 • Published May 4 • 143
TideGS: Scalable Training of Over One Billion 3D Gaussian Splatting Primitives via Out-of-Core Optimization

Paper • 2605.20150 • Published May 19 • 7
EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning

Paper • 2601.02163 • Published Jan 5 • 14
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Paper • 2504.19413 • Published Apr 28, 2025 • 67

about 20 hours ago

Why Fine-Tuning Encourages Hallucinations and How to Fix It

Paper • 2604.15574 • Published Apr 16 • 25
Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation

Paper • 2604.24763 • Published Apr 27 • 71
Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora

Paper • 2604.24819 • Published Apr 27 • 91
GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents

Paper • 2604.26752 • Published Apr 29 • 112

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